결측치가 있는 실험계획 데이터의 분석 방법에 관한 소고

A Study on Analyzing Data from Designed Experiments with Missing Values
  • 변재현

초록

A data-oriented approach is proposed to analyze experiments designed data with missing values resulting from the invalidity of the design points. The procedure consists of representing available data in a normal probability plot, identifying better design points and the factor levels common to these points, and then deciding on optimal conditions in the experimental region or the direction of improvement. Proposed approach is illustrated with analyses of a fractional factorial design and a robust design data. The procedure is expected to be useful to the practitioners implementing design of experiments to product/process development.

키워드

Design of ExperimentsMissing DataScreening DesignFractional Factorial DesignRobust DesignProduct Development
제목
결측치가 있는 실험계획 데이터의 분석 방법에 관한 소고
제목 (타언어)
A Study on Analyzing Data from Designed Experiments with Missing Values
저자
변재현
발행일
2021
저널명
대한산업공학회지
47
3
페이지
321 ~ 325